Free learning resources
Every resource curated across all roadmaps, in one searchable place. 38 shown.
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docs · 2595
article · 1099
course · 754
opensource · 445
video · 364
practice · 255
tool · 236
book · 172
course
Kaggle Learn Deep Learning micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI
course
MIT 18.06SC Linear Algebra
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Vectors and Matrices
course
DataTalksClub MLOps Zoomcamp
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
course
GitHub Skills interactive courses
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Git and Version Control
course
Kaggle Learn Intro and Intermediate Machine Learning
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning
course
Mode Analytics SQL tutorial
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Analyst or BI Developer, $70K to $110K
course
Kaggle Learn Pandas micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Pandas and Polars
course
Google Python Class
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science
course
DataTalksClub MLOps Zoomcamp
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking
course
Mode Analytics SQL tutorial
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K
course
Kaggle Learn Computer Vision micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs
course
Mode Analytics SQL for Data Analysis
Data Science / Data Science Roadmap 2026: From Beginner to Pro · SQL for Data Extraction
course
fast.ai Practical Deep Learning for Coders
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI
course
Kaggle Learn clustering exercises
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Unsupervised Clustering
course
MIT 18.06SC Linear Algebra
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA
course
Kaggle Learn Deep Learning micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs
course
Kaggle Learn Machine Learning Explainability
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Model Interpretability with SHAP
course
MIT 18.06SC Linear Algebra course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing
course
Kaggle Learn Python and SQL micro-courses
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering
course
Khan Academy Statistics and Probability
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations
course
Kaggle Learn micro-courses
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K
course
fast.ai Practical Deep Learning for Coders
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs
course
Kaggle Learn Python micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science
course
Kaggle Learn Pandas micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA
course
Kaggle Learn Deep Learning micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG
course
DataTalksClub MLOps Zoomcamp
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science
course
Kaggle Learn Intermediate Machine Learning
Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM
course
fast.ai Practical Deep Learning for Coders
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs
course
MadeWithML MLOps course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment
course
Khan Academy Statistics and Probability
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing
course
MIT 18.06SC Linear Algebra by Gilbert Strang
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations
course
Kaggle Learn Data Visualization
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Analyst or BI Developer, $70K to $110K
course
Mode Analytics SQL for Data Analysis
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering
course
DataTalksClub MLOps Zoomcamp
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K
course
freeCodeCamp Python for Beginners
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science
course
MadeWithML MLOps course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking
course
Kaggle Learn Data Cleaning micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Cleaning
course
Kaggle Learn Advanced SQL micro-course
Data Science / Data Science Roadmap 2026: From Beginner to Pro · SQL for Data Extraction